Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 201 |
| Missing cells | 51 |
| Missing cells (%) | 1.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 41.0 KiB |
| Average record size in memory | 208.7 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 10 |
fuel-type is highly imbalanced (53.3%) | Imbalance |
engine-location is highly imbalanced (88.8%) | Imbalance |
num-of-cylinders is highly imbalanced (58.6%) | Imbalance |
normalized-losses has 37 (18.4%) missing values | Missing |
bore has 4 (2.0%) missing values | Missing |
stroke has 4 (2.0%) missing values | Missing |
symboling has 65 (32.3%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-27 07:32:49.941593 |
|---|---|
| Analysis finished | 2023-12-27 07:34:27.106220 |
| Duration | 1 minute and 37.16 seconds |
| Software version | ydata-profiling vv4.6.3 |
| Download configuration | config.json |
symboling
Real number (ℝ)
ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.84079602 |
| Minimum | -2 |
|---|---|
| Maximum | 3 |
| Zeros | 65 |
| Zeros (%) | 32.3% |
| Negative | 25 |
| Negative (%) | 12.4% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2548017 |
|---|---|
| Coefficient of variation (CV) | 1.4923973 |
| Kurtosis | -0.70717762 |
| Mean | 0.84079602 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.19737036 |
| Sum | 169 |
| Variance | 1.5745274 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 65 | |
| 1 | 52 | |
| 2 | 32 | |
| 3 | 27 | |
| -1 | 22 | 10.9% |
| -2 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| -2 | 3 | 1.5% |
| -1 | 22 | 10.9% |
| 0 | 65 | |
| 1 | 52 | |
| 2 | 32 | |
| 3 | 27 |
| Value | Count | Frequency (%) |
| 3 | 27 | |
| 2 | 32 | |
| 1 | 52 | |
| 0 | 65 | |
| -1 | 22 | 10.9% |
| -2 | 3 | 1.5% |
normalized-losses
Real number (ℝ)
MISSING
| Distinct | 51 |
|---|---|
| Distinct (%) | 31.1% |
| Missing | 37 |
| Missing (%) | 18.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122 |
| Minimum | 65 |
|---|---|
| Maximum | 256 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 65 |
|---|---|
| 5-th percentile | 74 |
| Q1 | 94 |
| median | 115 |
| Q3 | 150 |
| 95-th percentile | 188 |
| Maximum | 256 |
| Range | 191 |
| Interquartile range (IQR) | 56 |
Descriptive statistics
| Standard deviation | 35.442168 |
|---|---|
| Coefficient of variation (CV) | 0.29050957 |
| Kurtosis | 0.52544039 |
| Mean | 122 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.76597642 |
| Sum | 20008 |
| Variance | 1256.1472 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 161 | 11 | 5.5% |
| 91 | 8 | 4.0% |
| 150 | 7 | 3.5% |
| 134 | 6 | 3.0% |
| 128 | 6 | 3.0% |
| 104 | 6 | 3.0% |
| 85 | 5 | 2.5% |
| 94 | 5 | 2.5% |
| 65 | 5 | 2.5% |
| 102 | 5 | 2.5% |
| Other values (41) | 100 | |
| (Missing) | 37 | 18.4% |
| Value | Count | Frequency (%) |
| 65 | 5 | |
| 74 | 5 | |
| 77 | 1 | 0.5% |
| 78 | 1 | 0.5% |
| 81 | 2 | 1.0% |
| 83 | 3 | |
| 85 | 5 | |
| 87 | 2 | 1.0% |
| 89 | 2 | 1.0% |
| 90 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 256 | 1 | 0.5% |
| 231 | 1 | 0.5% |
| 197 | 2 | 1.0% |
| 194 | 2 | 1.0% |
| 192 | 2 | 1.0% |
| 188 | 2 | 1.0% |
| 186 | 1 | 0.5% |
| 168 | 5 | |
| 164 | 2 | 1.0% |
| 161 | 11 |
make
Categorical
| Distinct | 22 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| toyota | |
|---|---|
| nissan | |
| mazda | |
| mitsubishi | |
| honda | |
| Other values (17) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 6.5024876 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1307 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | alfa-romero |
|---|---|
| 2nd row | alfa-romero |
| 3rd row | alfa-romero |
| 4th row | audi |
| 5th row | audi |
Common Values
| Value | Count | Frequency (%) |
| toyota | 32 | |
| nissan | 18 | 9.0% |
| mazda | 17 | 8.5% |
| mitsubishi | 13 | 6.5% |
| honda | 13 | 6.5% |
| volkswagen | 12 | 6.0% |
| subaru | 12 | 6.0% |
| peugot | 11 | 5.5% |
| volvo | 11 | 5.5% |
| dodge | 9 | 4.5% |
| Other values (12) | 53 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| toyota | 32 | |
| nissan | 18 | 9.0% |
| mazda | 17 | 8.5% |
| mitsubishi | 13 | 6.5% |
| honda | 13 | 6.5% |
| volkswagen | 12 | 6.0% |
| subaru | 12 | 6.0% |
| peugot | 11 | 5.5% |
| volvo | 11 | 5.5% |
| dodge | 9 | 4.5% |
| Other values (12) | 53 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 153 | 11.7% |
| o | 151 | 11.6% |
| s | 106 | 8.1% |
| t | 100 | 7.7% |
| e | 80 | 6.1% |
| n | 71 | 5.4% |
| u | 71 | 5.4% |
| i | 65 | 5.0% |
| d | 62 | 4.7% |
| m | 57 | 4.4% |
| Other values (15) | 391 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1296 | |
| Dash Punctuation | 11 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 153 | |
| o | 151 | 11.7% |
| s | 106 | 8.2% |
| t | 100 | 7.7% |
| e | 80 | 6.2% |
| n | 71 | 5.5% |
| u | 71 | 5.5% |
| i | 65 | 5.0% |
| d | 62 | 4.8% |
| m | 57 | 4.4% |
| Other values (14) | 380 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1296 | |
| Common | 11 | 0.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 153 | |
| o | 151 | 11.7% |
| s | 106 | 8.2% |
| t | 100 | 7.7% |
| e | 80 | 6.2% |
| n | 71 | 5.5% |
| u | 71 | 5.5% |
| i | 65 | 5.0% |
| d | 62 | 4.8% |
| m | 57 | 4.4% |
| Other values (14) | 380 |
Common
| Value | Count | Frequency (%) |
| - | 11 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1307 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 153 | 11.7% |
| o | 151 | 11.6% |
| s | 106 | 8.1% |
| t | 100 | 7.7% |
| e | 80 | 6.1% |
| n | 71 | 5.4% |
| u | 71 | 5.4% |
| i | 65 | 5.0% |
| d | 62 | 4.7% |
| m | 57 | 4.4% |
| Other values (15) | 391 |
fuel-type
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| gas | |
|---|---|
| diesel |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.2985075 |
| Min length | 3 |
Characters and Unicode
| Total characters | 663 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | gas |
|---|---|
| 2nd row | gas |
| 3rd row | gas |
| 4th row | gas |
| 5th row | gas |
Common Values
| Value | Count | Frequency (%) |
| gas | 181 | |
| diesel | 20 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| gas | 181 | |
| diesel | 20 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 201 | |
| g | 181 | |
| a | 181 | |
| e | 40 | 6.0% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 663 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 201 | |
| g | 181 | |
| a | 181 | |
| e | 40 | 6.0% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 663 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 201 | |
| g | 181 | |
| a | 181 | |
| e | 40 | 6.0% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 663 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 201 | |
| g | 181 | |
| a | 181 | |
| e | 40 | 6.0% |
| d | 20 | 3.0% |
| i | 20 | 3.0% |
| l | 20 | 3.0% |
aspiration
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| std | |
|---|---|
| turbo |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.358209 |
| Min length | 3 |
Characters and Unicode
| Total characters | 675 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | std |
|---|---|
| 2nd row | std |
| 3rd row | std |
| 4th row | std |
| 5th row | std |
Common Values
| Value | Count | Frequency (%) |
| std | 165 | |
| turbo | 36 | 17.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| std | 165 | |
| turbo | 36 | 17.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 201 | |
| s | 165 | |
| d | 165 | |
| u | 36 | 5.3% |
| r | 36 | 5.3% |
| b | 36 | 5.3% |
| o | 36 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 675 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 201 | |
| s | 165 | |
| d | 165 | |
| u | 36 | 5.3% |
| r | 36 | 5.3% |
| b | 36 | 5.3% |
| o | 36 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 675 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 201 | |
| s | 165 | |
| d | 165 | |
| u | 36 | 5.3% |
| r | 36 | 5.3% |
| b | 36 | 5.3% |
| o | 36 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 675 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 201 | |
| s | 165 | |
| d | 165 | |
| u | 36 | 5.3% |
| r | 36 | 5.3% |
| b | 36 | 5.3% |
| o | 36 | 5.3% |
num-of-doors
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 2 |
| Missing (%) | 1.0% |
| Memory size | 1.7 KiB |
| four | |
|---|---|
| two |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.5678392 |
| Min length | 3 |
Characters and Unicode
| Total characters | 710 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | two |
|---|---|
| 2nd row | two |
| 3rd row | two |
| 4th row | four |
| 5th row | four |
Common Values
| Value | Count | Frequency (%) |
| four | 113 | |
| two | 86 | |
| (Missing) | 2 | 1.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| four | 113 | |
| two | 86 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 199 | |
| f | 113 | |
| u | 113 | |
| r | 113 | |
| t | 86 | |
| w | 86 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 710 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 199 | |
| f | 113 | |
| u | 113 | |
| r | 113 | |
| t | 86 | |
| w | 86 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 710 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 199 | |
| f | 113 | |
| u | 113 | |
| r | 113 | |
| t | 86 | |
| w | 86 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 710 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 199 | |
| f | 113 | |
| u | 113 | |
| r | 113 | |
| t | 86 | |
| w | 86 |
body-style
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| sedan | |
|---|---|
| hatchback | |
| wagon | |
| hardtop | 8 |
| convertible | 6 |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 6.6119403 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1329 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | convertible |
|---|---|
| 2nd row | convertible |
| 3rd row | hatchback |
| 4th row | sedan |
| 5th row | sedan |
Common Values
| Value | Count | Frequency (%) |
| sedan | 94 | |
| hatchback | 68 | |
| wagon | 25 | 12.4% |
| hardtop | 8 | 4.0% |
| convertible | 6 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sedan | 94 | |
| hatchback | 68 | |
| wagon | 25 | 12.4% |
| hardtop | 8 | 4.0% |
| convertible | 6 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 263 | |
| h | 144 | |
| c | 142 | |
| n | 125 | |
| e | 106 | |
| d | 102 | 7.7% |
| s | 94 | 7.1% |
| t | 82 | 6.2% |
| b | 74 | 5.6% |
| k | 68 | 5.1% |
| Other values (8) | 129 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1329 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 263 | |
| h | 144 | |
| c | 142 | |
| n | 125 | |
| e | 106 | |
| d | 102 | 7.7% |
| s | 94 | 7.1% |
| t | 82 | 6.2% |
| b | 74 | 5.6% |
| k | 68 | 5.1% |
| Other values (8) | 129 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1329 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 263 | |
| h | 144 | |
| c | 142 | |
| n | 125 | |
| e | 106 | |
| d | 102 | 7.7% |
| s | 94 | 7.1% |
| t | 82 | 6.2% |
| b | 74 | 5.6% |
| k | 68 | 5.1% |
| Other values (8) | 129 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1329 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 263 | |
| h | 144 | |
| c | 142 | |
| n | 125 | |
| e | 106 | |
| d | 102 | 7.7% |
| s | 94 | 7.1% |
| t | 82 | 6.2% |
| b | 74 | 5.6% |
| k | 68 | 5.1% |
| Other values (8) | 129 |
drive-wheels
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| fwd | |
|---|---|
| rwd | |
| 4wd | 8 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 603 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | rwd |
|---|---|
| 2nd row | rwd |
| 3rd row | rwd |
| 4th row | fwd |
| 5th row | 4wd |
Common Values
| Value | Count | Frequency (%) |
| fwd | 118 | |
| rwd | 75 | |
| 4wd | 8 | 4.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| fwd | 118 | |
| rwd | 75 | |
| 4wd | 8 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| w | 201 | |
| d | 201 | |
| f | 118 | |
| r | 75 | 12.4% |
| 4 | 8 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 595 | |
| Decimal Number | 8 | 1.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| w | 201 | |
| d | 201 | |
| f | 118 | |
| r | 75 | 12.6% |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 595 | |
| Common | 8 | 1.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| w | 201 | |
| d | 201 | |
| f | 118 | |
| r | 75 | 12.6% |
Common
| Value | Count | Frequency (%) |
| 4 | 8 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 603 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| w | 201 | |
| d | 201 | |
| f | 118 | |
| r | 75 | 12.4% |
| 4 | 8 | 1.3% |
engine-location
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| front | |
|---|---|
| rear | 3 |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.9850746 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1002 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | front |
|---|---|
| 2nd row | front |
| 3rd row | front |
| 4th row | front |
| 5th row | front |
Common Values
| Value | Count | Frequency (%) |
| front | 198 | |
| rear | 3 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| front | 198 | |
| rear | 3 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 204 | |
| f | 198 | |
| o | 198 | |
| n | 198 | |
| t | 198 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1002 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 204 | |
| f | 198 | |
| o | 198 | |
| n | 198 | |
| t | 198 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1002 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 204 | |
| f | 198 | |
| o | 198 | |
| n | 198 | |
| t | 198 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1002 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 204 | |
| f | 198 | |
| o | 198 | |
| n | 198 | |
| t | 198 | |
| e | 3 | 0.3% |
| a | 3 | 0.3% |
wheel-base
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 25.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.797015 |
| Minimum | 86.6 |
|---|---|
| Maximum | 120.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 86.6 |
|---|---|
| 5-th percentile | 93 |
| Q1 | 94.5 |
| median | 97 |
| Q3 | 102.4 |
| 95-th percentile | 110 |
| Maximum | 120.9 |
| Range | 34.3 |
| Interquartile range (IQR) | 7.9 |
Descriptive statistics
| Standard deviation | 6.0663656 |
|---|---|
| Coefficient of variation (CV) | 0.061402316 |
| Kurtosis | 0.9484451 |
| Mean | 98.797015 |
| Median Absolute Deviation (MAD) | 2.8 |
| Skewness | 1.0312614 |
| Sum | 19858.2 |
| Variance | 36.800791 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 93.7 | 20 | 10.0% |
| 94.5 | 19 | 9.5% |
| 95.7 | 13 | 6.5% |
| 96.5 | 8 | 4.0% |
| 97.3 | 7 | 3.5% |
| 100.4 | 6 | 3.0% |
| 107.9 | 6 | 3.0% |
| 99.1 | 6 | 3.0% |
| 98.8 | 6 | 3.0% |
| 98.4 | 6 | 3.0% |
| Other values (42) | 104 |
| Value | Count | Frequency (%) |
| 86.6 | 2 | 1.0% |
| 88.4 | 1 | 0.5% |
| 88.6 | 2 | 1.0% |
| 89.5 | 3 | 1.5% |
| 91.3 | 2 | 1.0% |
| 93 | 1 | 0.5% |
| 93.1 | 5 | 2.5% |
| 93.3 | 1 | 0.5% |
| 93.7 | 20 | |
| 94.3 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 120.9 | 1 | 0.5% |
| 115.6 | 2 | 1.0% |
| 114.2 | 4 | |
| 113 | 2 | 1.0% |
| 112 | 1 | 0.5% |
| 110 | 3 | |
| 109.1 | 5 | |
| 108 | 1 | 0.5% |
| 107.9 | 6 | |
| 106.7 | 1 | 0.5% |
length
Real number (ℝ)
| Distinct | 73 |
|---|---|
| Distinct (%) | 36.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.201 |
| Minimum | 141.1 |
|---|---|
| Maximum | 208.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 141.1 |
|---|---|
| 5-th percentile | 157.3 |
| Q1 | 166.8 |
| median | 173.2 |
| Q3 | 183.5 |
| 95-th percentile | 197 |
| Maximum | 208.1 |
| Range | 67 |
| Interquartile range (IQR) | 16.7 |
Descriptive statistics
| Standard deviation | 12.322175 |
|---|---|
| Coefficient of variation (CV) | 0.070735389 |
| Kurtosis | -0.065191628 |
| Mean | 174.201 |
| Median Absolute Deviation (MAD) | 6.9 |
| Skewness | 0.15444635 |
| Sum | 35014.4 |
| Variance | 151.836 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 157.3 | 15 | 7.5% |
| 188.8 | 11 | 5.5% |
| 171.7 | 7 | 3.5% |
| 186.7 | 7 | 3.5% |
| 166.3 | 7 | 3.5% |
| 165.3 | 6 | 3.0% |
| 177.8 | 6 | 3.0% |
| 176.2 | 6 | 3.0% |
| 186.6 | 6 | 3.0% |
| 172 | 5 | 2.5% |
| Other values (63) | 125 |
| Value | Count | Frequency (%) |
| 141.1 | 1 | 0.5% |
| 144.6 | 2 | 1.0% |
| 150 | 3 | 1.5% |
| 155.9 | 1 | 0.5% |
| 156.9 | 1 | 0.5% |
| 157.1 | 1 | 0.5% |
| 157.3 | 15 | |
| 157.9 | 1 | 0.5% |
| 158.7 | 3 | 1.5% |
| 158.8 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 208.1 | 1 | 0.5% |
| 202.6 | 2 | |
| 199.6 | 2 | |
| 199.2 | 1 | 0.5% |
| 198.9 | 4 | |
| 197 | 1 | 0.5% |
| 193.8 | 1 | 0.5% |
| 192.7 | 3 | |
| 191.7 | 1 | 0.5% |
| 190.9 | 2 |
width
Real number (ℝ)
| Distinct | 43 |
|---|---|
| Distinct (%) | 21.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.889055 |
| Minimum | 60.3 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 60.3 |
|---|---|
| 5-th percentile | 63.6 |
| Q1 | 64.1 |
| median | 65.5 |
| Q3 | 66.6 |
| 95-th percentile | 70.3 |
| Maximum | 72 |
| Range | 11.7 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 2.1014708 |
|---|---|
| Coefficient of variation (CV) | 0.031894081 |
| Kurtosis | 0.67865517 |
| Mean | 65.889055 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | 0.87502904 |
| Sum | 13243.7 |
| Variance | 4.4161796 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 63.8 | 24 | 11.9% |
| 66.5 | 23 | 11.4% |
| 65.4 | 15 | 7.5% |
| 68.4 | 10 | 5.0% |
| 64.4 | 10 | 5.0% |
| 63.6 | 9 | 4.5% |
| 64 | 9 | 4.5% |
| 65.5 | 8 | 4.0% |
| 65.2 | 7 | 3.5% |
| 65.6 | 6 | 3.0% |
| Other values (33) | 80 |
| Value | Count | Frequency (%) |
| 60.3 | 1 | 0.5% |
| 61.8 | 1 | 0.5% |
| 62.5 | 1 | 0.5% |
| 63.4 | 1 | 0.5% |
| 63.6 | 9 | 4.5% |
| 63.8 | 24 | |
| 63.9 | 3 | 1.5% |
| 64 | 9 | 4.5% |
| 64.1 | 2 | 1.0% |
| 64.2 | 6 | 3.0% |
| Value | Count | Frequency (%) |
| 72 | 1 | 0.5% |
| 71.7 | 3 | |
| 71.4 | 3 | |
| 70.9 | 1 | 0.5% |
| 70.6 | 1 | 0.5% |
| 70.5 | 1 | 0.5% |
| 70.3 | 3 | |
| 69.6 | 2 | |
| 68.9 | 4 | |
| 68.8 | 1 | 0.5% |
height
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 24.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.766667 |
| Minimum | 47.8 |
|---|---|
| Maximum | 59.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 47.8 |
|---|---|
| 5-th percentile | 49.7 |
| Q1 | 52 |
| median | 54.1 |
| Q3 | 55.5 |
| 95-th percentile | 57.5 |
| Maximum | 59.8 |
| Range | 12 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 2.4478222 |
|---|---|
| Coefficient of variation (CV) | 0.045526761 |
| Kurtosis | -0.43290815 |
| Mean | 53.766667 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 0.029173299 |
| Sum | 10807.1 |
| Variance | 5.9918333 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 50.8 | 14 | 7.0% |
| 55.7 | 12 | 6.0% |
| 54.1 | 10 | 5.0% |
| 54.5 | 10 | 5.0% |
| 55.5 | 9 | 4.5% |
| 52 | 9 | 4.5% |
| 56.7 | 8 | 4.0% |
| 54.3 | 8 | 4.0% |
| 52.6 | 7 | 3.5% |
| 56.1 | 7 | 3.5% |
| Other values (39) | 107 |
| Value | Count | Frequency (%) |
| 47.8 | 1 | 0.5% |
| 48.8 | 2 | 1.0% |
| 49.4 | 2 | 1.0% |
| 49.6 | 4 | 2.0% |
| 49.7 | 3 | 1.5% |
| 50.2 | 6 | |
| 50.5 | 1 | 0.5% |
| 50.6 | 5 | 2.5% |
| 50.8 | 14 | |
| 51 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 59.8 | 2 | 1.0% |
| 59.1 | 3 | 1.5% |
| 58.7 | 4 | |
| 58.3 | 1 | 0.5% |
| 57.5 | 3 | 1.5% |
| 56.7 | 8 | |
| 56.5 | 2 | 1.0% |
| 56.3 | 2 | 1.0% |
| 56.2 | 3 | 1.5% |
| 56.1 | 7 |
curb-weight
Real number (ℝ)
| Distinct | 169 |
|---|---|
| Distinct (%) | 84.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2555.6667 |
| Minimum | 1488 |
|---|---|
| Maximum | 4066 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1488 |
|---|---|
| 5-th percentile | 1905 |
| Q1 | 2169 |
| median | 2414 |
| Q3 | 2926 |
| 95-th percentile | 3505 |
| Maximum | 4066 |
| Range | 2578 |
| Interquartile range (IQR) | 757 |
Descriptive statistics
| Standard deviation | 517.29673 |
|---|---|
| Coefficient of variation (CV) | 0.20241166 |
| Kurtosis | 0.034915576 |
| Mean | 2555.6667 |
| Median Absolute Deviation (MAD) | 377 |
| Skewness | 0.70580359 |
| Sum | 513689 |
| Variance | 267595.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2385 | 4 | 2.0% |
| 1918 | 3 | 1.5% |
| 2275 | 3 | 1.5% |
| 1989 | 3 | 1.5% |
| 2579 | 2 | 1.0% |
| 2403 | 2 | 1.0% |
| 2290 | 2 | 1.0% |
| 2145 | 2 | 1.0% |
| 2756 | 2 | 1.0% |
| 3139 | 2 | 1.0% |
| Other values (159) | 176 |
| Value | Count | Frequency (%) |
| 1488 | 1 | |
| 1713 | 1 | |
| 1819 | 1 | |
| 1837 | 1 | |
| 1874 | 1 | |
| 1876 | 2 | |
| 1889 | 1 | |
| 1890 | 1 | |
| 1900 | 1 | |
| 1905 | 1 |
| Value | Count | Frequency (%) |
| 4066 | 2 | |
| 3950 | 1 | |
| 3900 | 1 | |
| 3770 | 1 | |
| 3750 | 1 | |
| 3740 | 1 | |
| 3715 | 1 | |
| 3685 | 1 | |
| 3515 | 1 | |
| 3505 | 1 |
engine-type
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| ohc | |
|---|---|
| ohcf | |
| ohcv | 13 |
| dohc | 12 |
| l | 12 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.119403 |
| Min length | 1 |
Characters and Unicode
| Total characters | 627 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | dohc |
|---|---|
| 2nd row | dohc |
| 3rd row | ohcv |
| 4th row | ohc |
| 5th row | ohc |
Common Values
| Value | Count | Frequency (%) |
| ohc | 145 | |
| ohcf | 15 | 7.5% |
| ohcv | 13 | 6.5% |
| dohc | 12 | 6.0% |
| l | 12 | 6.0% |
| rotor | 4 | 2.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ohc | 145 | |
| ohcf | 15 | 7.5% |
| ohcv | 13 | 6.5% |
| dohc | 12 | 6.0% |
| l | 12 | 6.0% |
| rotor | 4 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 193 | |
| h | 185 | |
| c | 185 | |
| f | 15 | 2.4% |
| v | 13 | 2.1% |
| d | 12 | 1.9% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 627 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 193 | |
| h | 185 | |
| c | 185 | |
| f | 15 | 2.4% |
| v | 13 | 2.1% |
| d | 12 | 1.9% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 627 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 193 | |
| h | 185 | |
| c | 185 | |
| f | 15 | 2.4% |
| v | 13 | 2.1% |
| d | 12 | 1.9% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 627 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 193 | |
| h | 185 | |
| c | 185 | |
| f | 15 | 2.4% |
| v | 13 | 2.1% |
| d | 12 | 1.9% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
num-of-cylinders
Categorical
IMBALANCE
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| four | |
|---|---|
| six | |
| five | 10 |
| two | 4 |
| eight | 4 |
| Other values (2) | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 3.8955224 |
| Min length | 3 |
Characters and Unicode
| Total characters | 783 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | four |
|---|---|
| 2nd row | four |
| 3rd row | six |
| 4th row | four |
| 5th row | five |
Common Values
| Value | Count | Frequency (%) |
| four | 157 | |
| six | 24 | 11.9% |
| five | 10 | 5.0% |
| two | 4 | 2.0% |
| eight | 4 | 2.0% |
| three | 1 | 0.5% |
| twelve | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| four | 157 | |
| six | 24 | 11.9% |
| five | 10 | 5.0% |
| two | 4 | 2.0% |
| eight | 4 | 2.0% |
| three | 1 | 0.5% |
| twelve | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 167 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 38 | 4.9% |
| s | 24 | 3.1% |
| x | 24 | 3.1% |
| e | 18 | 2.3% |
| v | 11 | 1.4% |
| t | 10 | 1.3% |
| Other values (4) | 15 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 783 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 167 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 38 | 4.9% |
| s | 24 | 3.1% |
| x | 24 | 3.1% |
| e | 18 | 2.3% |
| v | 11 | 1.4% |
| t | 10 | 1.3% |
| Other values (4) | 15 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 783 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 167 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 38 | 4.9% |
| s | 24 | 3.1% |
| x | 24 | 3.1% |
| e | 18 | 2.3% |
| v | 11 | 1.4% |
| t | 10 | 1.3% |
| Other values (4) | 15 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 167 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 38 | 4.9% |
| s | 24 | 3.1% |
| x | 24 | 3.1% |
| e | 18 | 2.3% |
| v | 11 | 1.4% |
| t | 10 | 1.3% |
| Other values (4) | 15 | 1.9% |
engine-size
Real number (ℝ)
| Distinct | 43 |
|---|---|
| Distinct (%) | 21.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.87562 |
| Minimum | 61 |
|---|---|
| Maximum | 326 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 90 |
| Q1 | 98 |
| median | 120 |
| Q3 | 141 |
| 95-th percentile | 194 |
| Maximum | 326 |
| Range | 265 |
| Interquartile range (IQR) | 43 |
Descriptive statistics
| Standard deviation | 41.546834 |
|---|---|
| Coefficient of variation (CV) | 0.32746113 |
| Kurtosis | 5.4974908 |
| Mean | 126.87562 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 1.9791442 |
| Sum | 25502 |
| Variance | 1726.1395 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 122 | 15 | 7.5% |
| 92 | 15 | 7.5% |
| 98 | 14 | 7.0% |
| 97 | 14 | 7.0% |
| 108 | 13 | 6.5% |
| 110 | 12 | 6.0% |
| 90 | 10 | 5.0% |
| 109 | 8 | 4.0% |
| 141 | 7 | 3.5% |
| 120 | 7 | 3.5% |
| Other values (33) | 86 |
| Value | Count | Frequency (%) |
| 61 | 1 | 0.5% |
| 70 | 3 | 1.5% |
| 79 | 1 | 0.5% |
| 80 | 1 | 0.5% |
| 90 | 10 | |
| 91 | 5 | 2.5% |
| 92 | 15 | |
| 97 | 14 | |
| 98 | 14 | |
| 103 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 326 | 1 | 0.5% |
| 308 | 1 | 0.5% |
| 304 | 1 | 0.5% |
| 258 | 2 | 1.0% |
| 234 | 2 | 1.0% |
| 209 | 3 | |
| 194 | 3 | |
| 183 | 4 | |
| 181 | 6 | |
| 173 | 1 | 0.5% |
fuel-system
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| mpfi | |
|---|---|
| 2bbl | |
| idi | |
| 1bbl | |
| spdi | 9 |
| Other values (3) | 5 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.8955224 |
| Min length | 3 |
Characters and Unicode
| Total characters | 783 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | mpfi |
|---|---|
| 2nd row | mpfi |
| 3rd row | mpfi |
| 4th row | mpfi |
| 5th row | mpfi |
Common Values
| Value | Count | Frequency (%) |
| mpfi | 92 | |
| 2bbl | 64 | |
| idi | 20 | 10.0% |
| 1bbl | 11 | 5.5% |
| spdi | 9 | 4.5% |
| 4bbl | 3 | 1.5% |
| mfi | 1 | 0.5% |
| spfi | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| mpfi | 92 | |
| 2bbl | 64 | |
| idi | 20 | 10.0% |
| 1bbl | 11 | 5.5% |
| spdi | 9 | 4.5% |
| 4bbl | 3 | 1.5% |
| mfi | 1 | 0.5% |
| spfi | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 143 | |
| p | 102 | |
| f | 94 | |
| m | 93 | |
| l | 78 | |
| 2 | 64 | |
| d | 29 | 3.7% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 705 | |
| Decimal Number | 78 | 10.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 143 | |
| p | 102 | |
| f | 94 | |
| m | 93 | |
| l | 78 | |
| d | 29 | 4.1% |
| s | 10 | 1.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 64 | |
| 1 | 11 | 14.1% |
| 4 | 3 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 705 | |
| Common | 78 | 10.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 143 | |
| p | 102 | |
| f | 94 | |
| m | 93 | |
| l | 78 | |
| d | 29 | 4.1% |
| s | 10 | 1.4% |
Common
| Value | Count | Frequency (%) |
| 2 | 64 | |
| 1 | 11 | 14.1% |
| 4 | 3 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 143 | |
| p | 102 | |
| f | 94 | |
| m | 93 | |
| l | 78 | |
| 2 | 64 | |
| d | 29 | 3.7% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
bore
Real number (ℝ)
MISSING
| Distinct | 38 |
|---|---|
| Distinct (%) | 19.3% |
| Missing | 4 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3307107 |
| Minimum | 2.54 |
|---|---|
| Maximum | 3.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 2.54 |
|---|---|
| 5-th percentile | 2.96 |
| Q1 | 3.15 |
| median | 3.31 |
| Q3 | 3.59 |
| 95-th percentile | 3.78 |
| Maximum | 3.94 |
| Range | 1.4 |
| Interquartile range (IQR) | 0.44 |
Descriptive statistics
| Standard deviation | 0.27079343 |
|---|---|
| Coefficient of variation (CV) | 0.081301999 |
| Kurtosis | -0.84272087 |
| Mean | 3.3307107 |
| Median Absolute Deviation (MAD) | 0.26 |
| Skewness | -0.032621687 |
| Sum | 656.15 |
| Variance | 0.073329084 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 3.62 | 23 | 11.4% |
| 3.19 | 20 | 10.0% |
| 3.15 | 15 | 7.5% |
| 2.97 | 12 | 6.0% |
| 3.03 | 10 | 5.0% |
| 3.46 | 9 | 4.5% |
| 3.31 | 8 | 4.0% |
| 3.78 | 8 | 4.0% |
| 3.43 | 8 | 4.0% |
| 3.27 | 7 | 3.5% |
| Other values (28) | 77 |
| Value | Count | Frequency (%) |
| 2.54 | 1 | 0.5% |
| 2.68 | 1 | 0.5% |
| 2.91 | 7 | |
| 2.92 | 1 | 0.5% |
| 2.97 | 12 | |
| 2.99 | 1 | 0.5% |
| 3.01 | 5 | |
| 3.03 | 10 | |
| 3.05 | 6 | |
| 3.08 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 3.94 | 1 | 0.5% |
| 3.8 | 2 | 1.0% |
| 3.78 | 8 | 4.0% |
| 3.76 | 1 | 0.5% |
| 3.74 | 3 | 1.5% |
| 3.7 | 5 | 2.5% |
| 3.63 | 2 | 1.0% |
| 3.62 | 23 | |
| 3.61 | 1 | 0.5% |
| 3.6 | 1 | 0.5% |
stroke
Real number (ℝ)
MISSING
| Distinct | 36 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 4 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2569036 |
| Minimum | 2.07 |
|---|---|
| Maximum | 4.17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 2.07 |
|---|---|
| 5-th percentile | 2.64 |
| Q1 | 3.11 |
| median | 3.29 |
| Q3 | 3.41 |
| 95-th percentile | 3.64 |
| Maximum | 4.17 |
| Range | 2.1 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.31925624 |
|---|---|
| Coefficient of variation (CV) | 0.098024469 |
| Kurtosis | 2.0287842 |
| Mean | 3.2569036 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -0.69377839 |
| Sum | 641.61 |
| Variance | 0.10192455 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 3.4 | 19 | 9.5% |
| 3.23 | 14 | 7.0% |
| 3.15 | 14 | 7.0% |
| 3.03 | 14 | 7.0% |
| 3.39 | 13 | 6.5% |
| 2.64 | 11 | 5.5% |
| 3.29 | 9 | 4.5% |
| 3.35 | 9 | 4.5% |
| 3.46 | 8 | 4.0% |
| 3.27 | 6 | 3.0% |
| Other values (26) | 80 |
| Value | Count | Frequency (%) |
| 2.07 | 1 | 0.5% |
| 2.19 | 2 | 1.0% |
| 2.36 | 1 | 0.5% |
| 2.64 | 11 | |
| 2.68 | 2 | 1.0% |
| 2.76 | 1 | 0.5% |
| 2.8 | 2 | 1.0% |
| 2.87 | 1 | 0.5% |
| 2.9 | 3 | 1.5% |
| 3.03 | 14 |
| Value | Count | Frequency (%) |
| 4.17 | 2 | 1.0% |
| 3.9 | 3 | 1.5% |
| 3.86 | 4 | |
| 3.64 | 5 | |
| 3.58 | 6 | |
| 3.54 | 4 | |
| 3.52 | 5 | |
| 3.5 | 6 | |
| 3.47 | 4 | |
| 3.46 | 8 |
compression-ratio
Real number (ℝ)
| Distinct | 32 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.164279 |
| Minimum | 7 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 7.5 |
| Q1 | 8.6 |
| median | 9 |
| Q3 | 9.4 |
| 95-th percentile | 21.9 |
| Maximum | 23 |
| Range | 16 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 4.0049655 |
|---|---|
| Coefficient of variation (CV) | 0.39402358 |
| Kurtosis | 5.0688725 |
| Mean | 10.164279 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 2.5844624 |
| Sum | 2043.02 |
| Variance | 16.039749 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 9 | 46 | |
| 9.4 | 26 | |
| 8.5 | 14 | 7.0% |
| 9.5 | 13 | 6.5% |
| 9.3 | 11 | 5.5% |
| 8.7 | 9 | 4.5% |
| 8 | 8 | 4.0% |
| 9.2 | 8 | 4.0% |
| 7 | 6 | 3.0% |
| 8.6 | 5 | 2.5% |
| Other values (22) | 55 |
| Value | Count | Frequency (%) |
| 7 | 6 | |
| 7.5 | 5 | 2.5% |
| 7.6 | 4 | 2.0% |
| 7.7 | 2 | 1.0% |
| 7.8 | 1 | 0.5% |
| 8 | 8 | |
| 8.1 | 2 | 1.0% |
| 8.3 | 3 | 1.5% |
| 8.4 | 5 | 2.5% |
| 8.5 | 14 |
| Value | Count | Frequency (%) |
| 23 | 5 | |
| 22.7 | 1 | 0.5% |
| 22.5 | 3 | |
| 22 | 1 | 0.5% |
| 21.9 | 1 | 0.5% |
| 21.5 | 4 | |
| 21 | 5 | |
| 11.5 | 1 | 0.5% |
| 10.1 | 1 | 0.5% |
| 10 | 2 | 1.0% |
horsepower
Real number (ℝ)
| Distinct | 58 |
|---|---|
| Distinct (%) | 29.1% |
| Missing | 2 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.39698 |
| Minimum | 48 |
|---|---|
| Maximum | 262 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 70 |
| median | 95 |
| Q3 | 116 |
| 95-th percentile | 176.6 |
| Maximum | 262 |
| Range | 214 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 37.553843 |
|---|---|
| Coefficient of variation (CV) | 0.36320056 |
| Kurtosis | 1.2786708 |
| Mean | 103.39698 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 1.1415843 |
| Sum | 20576 |
| Variance | 1410.2911 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 68 | 19 | 9.5% |
| 69 | 10 | 5.0% |
| 70 | 9 | 4.5% |
| 116 | 9 | 4.5% |
| 110 | 8 | 4.0% |
| 95 | 7 | 3.5% |
| 88 | 6 | 3.0% |
| 62 | 6 | 3.0% |
| 101 | 6 | 3.0% |
| 114 | 6 | 3.0% |
| Other values (48) | 113 |
| Value | Count | Frequency (%) |
| 48 | 1 | 0.5% |
| 52 | 2 | 1.0% |
| 55 | 1 | 0.5% |
| 56 | 2 | 1.0% |
| 58 | 1 | 0.5% |
| 60 | 1 | 0.5% |
| 62 | 6 | 3.0% |
| 64 | 1 | 0.5% |
| 68 | 19 | |
| 69 | 10 |
| Value | Count | Frequency (%) |
| 262 | 1 | 0.5% |
| 207 | 3 | |
| 200 | 1 | 0.5% |
| 184 | 2 | 1.0% |
| 182 | 3 | |
| 176 | 2 | 1.0% |
| 175 | 1 | 0.5% |
| 162 | 2 | 1.0% |
| 161 | 2 | 1.0% |
| 160 | 5 |
peak-rpm
Real number (ℝ)
| Distinct | 22 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 2 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5117.5879 |
| Minimum | 4150 |
|---|---|
| Maximum | 6600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 4150 |
|---|---|
| 5-th percentile | 4245 |
| Q1 | 4800 |
| median | 5200 |
| Q3 | 5500 |
| 95-th percentile | 6000 |
| Maximum | 6600 |
| Range | 2450 |
| Interquartile range (IQR) | 700 |
Descriptive statistics
| Standard deviation | 480.52182 |
|---|---|
| Coefficient of variation (CV) | 0.093896154 |
| Kurtosis | 0.076587832 |
| Mean | 5117.5879 |
| Median Absolute Deviation (MAD) | 300 |
| Skewness | 0.10772929 |
| Sum | 1018400 |
| Variance | 230901.22 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 5500 | 36 | |
| 4800 | 36 | |
| 5000 | 27 | |
| 5200 | 23 | |
| 5400 | 11 | 5.5% |
| 6000 | 9 | 4.5% |
| 5800 | 7 | 3.5% |
| 5250 | 7 | 3.5% |
| 4500 | 7 | 3.5% |
| 4150 | 5 | 2.5% |
| Other values (12) | 31 |
| Value | Count | Frequency (%) |
| 4150 | 5 | 2.5% |
| 4200 | 5 | 2.5% |
| 4250 | 3 | 1.5% |
| 4350 | 4 | 2.0% |
| 4400 | 3 | 1.5% |
| 4500 | 7 | 3.5% |
| 4650 | 1 | 0.5% |
| 4750 | 4 | 2.0% |
| 4800 | 36 | |
| 4900 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 6600 | 2 | 1.0% |
| 6000 | 9 | 4.5% |
| 5900 | 3 | 1.5% |
| 5800 | 7 | 3.5% |
| 5600 | 1 | 0.5% |
| 5500 | 36 | |
| 5400 | 11 | 5.5% |
| 5300 | 1 | 0.5% |
| 5250 | 7 | 3.5% |
| 5200 | 23 |
city-mpg
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.179104 |
| Minimum | 13 |
|---|---|
| Maximum | 49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 19 |
| median | 24 |
| Q3 | 30 |
| 95-th percentile | 37 |
| Maximum | 49 |
| Range | 36 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.4232205 |
|---|---|
| Coefficient of variation (CV) | 0.25510123 |
| Kurtosis | 0.75396809 |
| Mean | 25.179104 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.68043347 |
| Sum | 5061 |
| Variance | 41.257761 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 31 | 28 | |
| 19 | 27 | |
| 24 | 22 | |
| 27 | 14 | 7.0% |
| 26 | 12 | 6.0% |
| 17 | 12 | 6.0% |
| 23 | 12 | 6.0% |
| 21 | 8 | 4.0% |
| 25 | 8 | 4.0% |
| 30 | 8 | 4.0% |
| Other values (19) | 50 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.5% |
| 14 | 2 | 1.0% |
| 15 | 3 | 1.5% |
| 16 | 5 | 2.5% |
| 17 | 12 | |
| 18 | 3 | 1.5% |
| 19 | 27 | |
| 20 | 3 | 1.5% |
| 21 | 8 | 4.0% |
| 22 | 4 | 2.0% |
| Value | Count | Frequency (%) |
| 49 | 1 | 0.5% |
| 47 | 1 | 0.5% |
| 45 | 1 | 0.5% |
| 38 | 5 | |
| 37 | 6 | |
| 36 | 1 | 0.5% |
| 35 | 1 | 0.5% |
| 34 | 1 | 0.5% |
| 33 | 1 | 0.5% |
| 32 | 1 | 0.5% |
highway-mpg
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 14.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.686567 |
| Minimum | 16 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 25 |
| median | 30 |
| Q3 | 34 |
| 95-th percentile | 42 |
| Maximum | 54 |
| Range | 38 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.8151499 |
|---|---|
| Coefficient of variation (CV) | 0.22208903 |
| Kurtosis | 0.56117114 |
| Mean | 30.686567 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.54950715 |
| Sum | 6168 |
| Variance | 46.446269 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 25 | 19 | 9.5% |
| 38 | 17 | 8.5% |
| 24 | 17 | 8.5% |
| 30 | 16 | 8.0% |
| 32 | 16 | 8.0% |
| 34 | 14 | 7.0% |
| 37 | 13 | 6.5% |
| 28 | 12 | 6.0% |
| 29 | 10 | 5.0% |
| 33 | 9 | 4.5% |
| Other values (20) | 58 |
| Value | Count | Frequency (%) |
| 16 | 2 | 1.0% |
| 17 | 1 | 0.5% |
| 18 | 2 | 1.0% |
| 19 | 2 | 1.0% |
| 20 | 2 | 1.0% |
| 22 | 7 | 3.5% |
| 23 | 7 | 3.5% |
| 24 | 17 | |
| 25 | 19 | |
| 26 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| 54 | 1 | 0.5% |
| 53 | 1 | 0.5% |
| 50 | 1 | 0.5% |
| 47 | 2 | 1.0% |
| 46 | 2 | 1.0% |
| 43 | 2 | 1.0% |
| 42 | 3 | 1.5% |
| 41 | 3 | 1.5% |
| 39 | 2 | 1.0% |
| 38 | 17 |
price
Real number (ℝ)
| Distinct | 186 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13207.129 |
| Minimum | 5118 |
|---|---|
| Maximum | 45400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 5118 |
|---|---|
| 5-th percentile | 6189 |
| Q1 | 7775 |
| median | 10295 |
| Q3 | 16500 |
| 95-th percentile | 32528 |
| Maximum | 45400 |
| Range | 40282 |
| Interquartile range (IQR) | 8725 |
Descriptive statistics
| Standard deviation | 7947.0663 |
|---|---|
| Coefficient of variation (CV) | 0.60172549 |
| Kurtosis | 3.2315369 |
| Mean | 13207.129 |
| Median Absolute Deviation (MAD) | 3306 |
| Skewness | 1.8096753 |
| Sum | 2654633 |
| Variance | 63155863 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8921 | 2 | 1.0% |
| 18150 | 2 | 1.0% |
| 8845 | 2 | 1.0% |
| 8495 | 2 | 1.0% |
| 7609 | 2 | 1.0% |
| 6692 | 2 | 1.0% |
| 6229 | 2 | 1.0% |
| 7957 | 2 | 1.0% |
| 7775 | 2 | 1.0% |
| 5572 | 2 | 1.0% |
| Other values (176) | 181 |
| Value | Count | Frequency (%) |
| 5118 | 1 | |
| 5151 | 1 | |
| 5195 | 1 | |
| 5348 | 1 | |
| 5389 | 1 | |
| 5399 | 1 | |
| 5499 | 1 | |
| 5572 | 2 | |
| 6095 | 1 | |
| 6189 | 1 |
| Value | Count | Frequency (%) |
| 45400 | 1 | |
| 41315 | 1 | |
| 40960 | 1 | |
| 37028 | 1 | |
| 36880 | 1 | |
| 36000 | 1 | |
| 35550 | 1 | |
| 35056 | 1 | |
| 34184 | 1 | |
| 34028 | 1 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| symboling | normalized-losses | make | fuel-type | aspiration | num-of-doors | body-style | drive-wheels | engine-location | wheel-base | length | width | height | curb-weight | engine-type | num-of-cylinders | engine-size | fuel-system | bore | stroke | compression-ratio | horsepower | peak-rpm | city-mpg | highway-mpg | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | NaN | alfa-romero | gas | std | two | convertible | rwd | front | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111.0 | 5000.0 | 21 | 27 | 13495 |
| 1 | 3 | NaN | alfa-romero | gas | std | two | convertible | rwd | front | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111.0 | 5000.0 | 21 | 27 | 16500 |
| 2 | 1 | NaN | alfa-romero | gas | std | two | hatchback | rwd | front | 94.5 | 171.2 | 65.5 | 52.4 | 2823 | ohcv | six | 152 | mpfi | 2.68 | 3.47 | 9.0 | 154.0 | 5000.0 | 19 | 26 | 16500 |
| 3 | 2 | 164.0 | audi | gas | std | four | sedan | fwd | front | 99.8 | 176.6 | 66.2 | 54.3 | 2337 | ohc | four | 109 | mpfi | 3.19 | 3.40 | 10.0 | 102.0 | 5500.0 | 24 | 30 | 13950 |
| 4 | 2 | 164.0 | audi | gas | std | four | sedan | 4wd | front | 99.4 | 176.6 | 66.4 | 54.3 | 2824 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.0 | 115.0 | 5500.0 | 18 | 22 | 17450 |
| 5 | 2 | NaN | audi | gas | std | two | sedan | fwd | front | 99.8 | 177.3 | 66.3 | 53.1 | 2507 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110.0 | 5500.0 | 19 | 25 | 15250 |
| 6 | 1 | 158.0 | audi | gas | std | four | sedan | fwd | front | 105.8 | 192.7 | 71.4 | 55.7 | 2844 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110.0 | 5500.0 | 19 | 25 | 17710 |
| 7 | 1 | NaN | audi | gas | std | four | wagon | fwd | front | 105.8 | 192.7 | 71.4 | 55.7 | 2954 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110.0 | 5500.0 | 19 | 25 | 18920 |
| 8 | 1 | 158.0 | audi | gas | turbo | four | sedan | fwd | front | 105.8 | 192.7 | 71.4 | 55.9 | 3086 | ohc | five | 131 | mpfi | 3.13 | 3.40 | 8.3 | 140.0 | 5500.0 | 17 | 20 | 23875 |
| 9 | 2 | 192.0 | bmw | gas | std | two | sedan | rwd | front | 101.2 | 176.8 | 64.8 | 54.3 | 2395 | ohc | four | 108 | mpfi | 3.50 | 2.80 | 8.8 | 101.0 | 5800.0 | 23 | 29 | 16430 |
| symboling | normalized-losses | make | fuel-type | aspiration | num-of-doors | body-style | drive-wheels | engine-location | wheel-base | length | width | height | curb-weight | engine-type | num-of-cylinders | engine-size | fuel-system | bore | stroke | compression-ratio | horsepower | peak-rpm | city-mpg | highway-mpg | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 191 | -1 | 74.0 | volvo | gas | std | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3034 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 23 | 28 | 13415 |
| 192 | -2 | 103.0 | volvo | gas | std | four | sedan | rwd | front | 104.3 | 188.8 | 67.2 | 56.2 | 2935 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 24 | 28 | 15985 |
| 193 | -1 | 74.0 | volvo | gas | std | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3042 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 24 | 28 | 16515 |
| 194 | -2 | 103.0 | volvo | gas | turbo | four | sedan | rwd | front | 104.3 | 188.8 | 67.2 | 56.2 | 3045 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162.0 | 5100.0 | 17 | 22 | 18420 |
| 195 | -1 | 74.0 | volvo | gas | turbo | four | wagon | rwd | front | 104.3 | 188.8 | 67.2 | 57.5 | 3157 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162.0 | 5100.0 | 17 | 22 | 18950 |
| 196 | -1 | 95.0 | volvo | gas | std | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 2952 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 23 | 28 | 16845 |
| 197 | -1 | 95.0 | volvo | gas | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.8 | 55.5 | 3049 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 8.7 | 160.0 | 5300.0 | 19 | 25 | 19045 |
| 198 | -1 | 95.0 | volvo | gas | std | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3012 | ohcv | six | 173 | mpfi | 3.58 | 2.87 | 8.8 | 134.0 | 5500.0 | 18 | 23 | 21485 |
| 199 | -1 | 95.0 | volvo | diesel | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3217 | ohc | six | 145 | idi | 3.01 | 3.40 | 23.0 | 106.0 | 4800.0 | 26 | 27 | 22470 |
| 200 | -1 | 95.0 | volvo | gas | turbo | four | sedan | rwd | front | 109.1 | 188.8 | 68.9 | 55.5 | 3062 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114.0 | 5400.0 | 19 | 25 | 22625 |